Task List

Task To Do

• End-to-End speech recognition*

• Zhiyuan Tang

• Real environment noise cancellation*

• (RNN-DAE: echo or reverberation)
• Zhiyong Zhang

• Integrate the class information to HCLG fst for speech recognition*

• Distant speech recognition(Reverberation, Mutli-microphones)*

• (Lasso),Xuewei Zhang

• Voice conversation*

• xx

• Unbound activation function(Rectifier/Maxout/Pnorm) go-through searching method*

• Zhiyong Zhang

• Sparse DNN*

• Zhiyuan Tang/Chao Liu

• DNN training GPU parallelization , nnet2 optimization*
• Monmentum-like Hessien-Free acceleration*
• Correlation based SEONE cluster*

Task DONE

• Multi-Mode features based VAD*

• Shi Yin, DONE

• DNN based Language identification and Speaker identification*

• Xuewei Zhang/Zhiyuan Tang

• Neural network visulization*

• Mian Wang,DONE

• Dark knowledge*

• Mengyuan Zhao, Xiangyu Zeng, Zhiyong Zhang, Chao Liu

• Normal RNN speech recognition*

• Mengyuan Zhao

Technical Report To Write

1, DNN-DAE based noise cancellation -- Xiangyu Zeng / Mengyuan Zhao / Zhiyong Zhang  --DONE
2, Speech Rate DNN speech recognition --Shi Yin/Xiangyu Zeng --DONE
3, CNN+fbank feature combination --Mian Wang /Yiye Lin /Mengyuan Zhao /Shi Yin
4, Uyghur low-resource acoustic model enhancement -- Shi Yin / Mengyuan Zhao / Zhiyong Zhang --DONE
5, Uyghur 20h database release --Kaer /Shi Yin --DONE
6，Dark-Knowledge Transfer
   *: Xiangyu Zeng/ Mengyuan Zhao / Zhiyong Zhang